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Class: MongoDBAtlasVectorSearch

Extends​

Implements​

Constructors​

new MongoDBAtlasVectorSearch()​

new MongoDBAtlasVectorSearch(init): MongoDBAtlasVectorSearch

Parameters​

• init: Partial <MongoDBAtlasVectorSearch> & object

Returns​

MongoDBAtlasVectorSearch

Overrides​

VectorStoreBase . constructor

Source​

packages/core/src/storage/vectorStore/MongoDBAtlasVectorStore.ts:43

Properties​

collection​

private collection: Collection<Document>

Source​

packages/core/src/storage/vectorStore/MongoDBAtlasVectorStore.ts:41

embedModel​

embedModel: BaseEmbedding

Inherited from​

VectorStoreBase . embedModel

Source​

packages/core/src/storage/vectorStore/types.ts:86

embeddingKey​

embeddingKey: string

Source​

packages/core/src/storage/vectorStore/MongoDBAtlasVectorStore.ts:36

flatMetadata​

flatMetadata: boolean = true

Source​

packages/core/src/storage/vectorStore/MongoDBAtlasVectorStore.ts:32

idKey​

idKey: string

Source​

packages/core/src/storage/vectorStore/MongoDBAtlasVectorStore.ts:37

indexName​

indexName: string

Source​

packages/core/src/storage/vectorStore/MongoDBAtlasVectorStore.ts:35

insertOptions?​

optional insertOptions: BulkWriteOptions

Source​

packages/core/src/storage/vectorStore/MongoDBAtlasVectorStore.ts:40

metadataKey​

metadataKey: string

Source​

packages/core/src/storage/vectorStore/MongoDBAtlasVectorStore.ts:39

mongodbClient​

mongodbClient: MongoClient

Source​

packages/core/src/storage/vectorStore/MongoDBAtlasVectorStore.ts:34

storesText​

storesText: boolean = true

Implementation of​

VectorStoreNoEmbedModel . storesText

Source​

packages/core/src/storage/vectorStore/MongoDBAtlasVectorStore.ts:31

textKey​

textKey: string

Source​

packages/core/src/storage/vectorStore/MongoDBAtlasVectorStore.ts:38

Accessors​

client​

get client(): any

Returns​

any

Source​

packages/core/src/storage/vectorStore/MongoDBAtlasVectorStore.ts:111

Methods​

add()​

add(nodes): Promise<string[]>

Parameters​

• nodes: BaseNode <Metadata>[]

Returns​

Promise<string[]>

Implementation of​

VectorStoreNoEmbedModel . add

Source​

packages/core/src/storage/vectorStore/MongoDBAtlasVectorStore.ts:73

delete()​

delete(refDocId, deleteOptions?): Promise<void>

Parameters​

• refDocId: string

• deleteOptions?: any

Returns​

Promise<void>

Implementation of​

VectorStoreNoEmbedModel . delete

Source​

packages/core/src/storage/vectorStore/MongoDBAtlasVectorStore.ts:102

query()​

query(query, options?): Promise <VectorStoreQueryResult>

Parameters​

• query: VectorStoreQuery

• options?: any

Returns​

Promise <VectorStoreQueryResult>

Implementation of​

VectorStoreNoEmbedModel . query

Source​

packages/core/src/storage/vectorStore/MongoDBAtlasVectorStore.ts:115